Browse State-of-the-Art › Retrieval-augmented Generation › Papers, page 20
Retrieval-augmented Generation
Papers archive 2025-07-28
archive papers tagged: 2,196 · with a code link: 777 · where Syntology ran a sample: 218 (176 with a run with no instrument failure, 42 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (218 of 2,196 tagged: 176 with a run with no instrument failure, 42 where every run was a failure of Syntology's instrument)
Page 20 of 22: papers 1,901 to 2,000 of 2,196, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation4 Jul 2024 0 repositories listed
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Meta-prompting Optimized Retrieval-augmented Generation4 Jul 2024 0 repositories listed
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NutriBench: A Dataset for Evaluating Large Language Models on Nutrition Estimation from Meal Descriptions4 Jul 2024 0 repositories listed
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A Comparative Study of DSL Code Generation: Fine-Tuning vs. Optimized Retrieval Augmentation3 Jul 2024 0 repositories listed
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Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning3 Jul 2024 0 repositories listed
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2 Jul 2024 0 repositories listed
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Synthetic Multimodal Question Generation2 Jul 2024 0 repositories listed
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Exploring Advanced Large Language Models with LLMsuite1 Jul 2024 0 repositories listed
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Face4RAG: Factual Consistency Evaluation for Retrieval Augmented Generation in Chinese1 Jul 2024 0 repositories listed
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Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation1 Jul 2024 0 repositories listed
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Hybrid RAG-empowered Multi-modal LLM for Secure Data Management in Internet of Medical Things: A Diffusion-based Contract Approach1 Jul 2024 0 repositories listed
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Optimization of Retrieval-Augmented Generation Context with Outlier Detection1 Jul 2024 0 repositories listed
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SecGenAI: Enhancing Security of Cloud-based Generative AI Applications within Australian Critical Technologies of National Interest1 Jul 2024 0 repositories listed
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Memory³: Language Modeling with Explicit Memory1 Jul 2024 0 repositories listed
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Answering real-world clinical questions using large language model based systems29 Jun 2024 0 repositories listed
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LLM4DESIGN: An Automated Multi-Modal System for Architectural and Environmental Design28 Jun 2024 0 repositories listed
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SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs28 Jun 2024 0 repositories listed
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AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation27 Jun 2024 0 repositories listed
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Development and Evaluation of a Retrieval-Augmented Generation Tool for Creating SAPPhIRE Models of Artificial Systems27 Jun 2024 0 repositories listed
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RAVEN: Multitask Retrieval Augmented Vision-Language Learning27 Jun 2024 0 repositories listed
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Generating Is Believing: Membership Inference Attacks against Retrieval-Augmented Generation27 Jun 2024 0 repositories listed
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Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders27 Jun 2024 0 repositories listed
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AI-native Memory: A Pathway from LLMs Towards AGI26 Jun 2024 0 repositories listed
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Assessing "Implicit" Retrieval Robustness of Large Language Models26 Jun 2024 0 repositories listed
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Evaluating Quality of Answers for Retrieval-Augmented Generation: A Strong LLM Is All You Need26 Jun 2024 0 repositories listed
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Multi-step Inference over Unstructured Data26 Jun 2024 0 repositories listed
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Poisoned LangChain: Jailbreak LLMs by LangChain26 Jun 2024 0 repositories listed
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RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems25 Jun 2024 0 repositories listed
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Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model24 Jun 2024 0 repositories listed
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Graph-Augmented LLMs for Personalized Health Insights: A Case Study in Sleep Analysis24 Jun 2024 0 repositories listed
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On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models24 Jun 2024 0 repositories listed
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Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization23 Jun 2024 0 repositories listed
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Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering21 Jun 2024 0 repositories listed
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Integrating Knowledge Retrieval and Large Language Models for Clinical Report Correction21 Jun 2024 0 repositories listed
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LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs21 Jun 2024 0 repositories listed
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Pistis-RAG: Enhancing Retrieval-Augmented Generation with Human Feedback21 Jun 2024 0 repositories listed
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Towards Retrieval Augmented Generation over Large Video Libraries21 Jun 2024 0 repositories listed
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Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks20 Jun 2024 0 repositories listed
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SEC-QA: A Systematic Evaluation Corpus for Financial QA20 Jun 2024 0 repositories listed
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TTQA-RS- A break-down prompting approach for Multi-hop Table-Text Question Answering with Reasoning and Summarization20 Jun 2024 0 repositories listed
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FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering19 Jun 2024 0 repositories listed
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Improving Zero-shot LLM Re-Ranker with Risk Minimization19 Jun 2024 0 repositories listed
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Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation19 Jun 2024 0 repositories listed
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WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia19 Jun 2024 0 repositories listed
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From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries18 Jun 2024 0 repositories listed
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Identifying Performance-Sensitive Configurations in Software Systems through Code Analysis with LLM Agents18 Jun 2024 0 repositories listed
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Intermediate Distillation: Data-Efficient Distillation from Black-Box LLMs for Information Retrieval18 Jun 2024 0 repositories listed
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Retrieval-Augmented Generation for Generative Artificial Intelligence in Medicine18 Jun 2024 0 repositories listed
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Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding18 Jun 2024 0 repositories listed
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RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation18 Jun 2024 0 repositories listed
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Think-then-Act: A Dual-Angle Evaluated Retrieval-Augmented Generation18 Jun 2024 0 repositories listed
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SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation17 Jun 2024 0 repositories listed
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Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Models17 Jun 2024 0 repositories listed
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Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy17 Jun 2024 0 repositories listed
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Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG17 Jun 2024 0 repositories listed
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Current state of LLM Risks and AI Guardrails16 Jun 2024 0 repositories listed
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Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL15 Jun 2024 0 repositories listed
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Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos13 Jun 2024 0 repositories listed
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Ad Auctions for LLMs via Retrieval Augmented Generation12 Jun 2024 0 repositories listed
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Blowfish: Topological and statistical signatures for quantifying ambiguity in semantic search12 Jun 2024 0 repositories listed
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Battling Botpoop using GenAI for Higher Education: A Study of a Retrieval Augmented Generation Chatbots Impact on Learning12 Jun 2024 0 repositories listed
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Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis11 Jun 2024 0 repositories listed
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DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented Generation for Question-Answering11 Jun 2024 0 repositories listed
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TelecomRAG: Taming Telecom Standards with Retrieval Augmented Generation and LLMs11 Jun 2024 0 repositories listed
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Enhancing Long-Term Memory using Hierarchical Aggregate Tree for Retrieval Augmented Generation10 Jun 2024 0 repositories listed
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Evaluating the Retrieval Component in LLM-Based Question Answering Systems10 Jun 2024 0 repositories listed
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The Impact of Quantization on Retrieval-Augmented Generation: An Analysis of Small LLMs10 Jun 2024 0 repositories listed
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Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents9 Jun 2024 0 repositories listed
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A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential6 Jun 2024 0 repositories listed
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End-to-End Trainable Retrieval-Augmented Generation for Relation Extraction6 Jun 2024 0 repositories listed
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4 Jun 2024 0 repositories listed
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Enhancing Retrieval-Augmented LMs with a Two-stage Consistency Learning Compressor4 Jun 2024 0 repositories listed
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RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts4 Jun 2024 0 repositories listed
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UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models4 Jun 2024 0 repositories listed
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Ask-EDA: A Design Assistant Empowered by LLM, Hybrid RAG and Abbreviation De-hallucination3 Jun 2024 0 repositories listed
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BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models3 Jun 2024 0 repositories listed
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Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs3 Jun 2024 0 repositories listed
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Graph Neural Network Enhanced Retrieval for Question Answering of LLMs3 Jun 2024 0 repositories listed
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Natural Language Interaction with a Household Electricity Knowledge-based Digital Twin3 Jun 2024 0 repositories listed
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Superhuman performance in urology board questions by an explainable large language model enabled for context integration of the European Association of Urology guidelines: the UroBot study3 Jun 2024 0 repositories listed
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A Theory for Token-Level Harmonization in Retrieval-Augmented Generation3 Jun 2024 0 repositories listed
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RAG Does Not Work for Enterprises31 May 2024 0 repositories listed
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Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning31 May 2024 0 repositories listed
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Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools30 May 2024 0 repositories listed
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Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation30 May 2024 0 repositories listed
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Phantom: General Trigger Attacks on Retrieval Augmented Language Generation30 May 2024 0 repositories listed
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Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts30 May 2024 0 repositories listed
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A Multi-Source Retrieval Question Answering Framework Based on RAG29 May 2024 0 repositories listed
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Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension29 May 2024 0 repositories listed
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Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study29 May 2024 0 repositories listed
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Unlearning Climate Misinformation in Large Language Models29 May 2024 0 repositories listed
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Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs28 May 2024 0 repositories listed
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Don't Forget to Connect! Improving RAG with Graph-based Reranking28 May 2024 0 repositories listed
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Augmenting Textual Generation via Topology Aware Retrieval27 May 2024 0 repositories listed
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EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling27 May 2024 0 repositories listed
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QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM27 May 2024 0 repositories listed
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RAGSys: Item-Cold-Start Recommender as RAG System27 May 2024 0 repositories listed
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WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence27 May 2024 0 repositories listed
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M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions26 May 2024 0 repositories listed
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Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection25 May 2024 0 repositories listed